Image Inpainting

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 501–525 of 708 papers

Title	Date	Tasks	Status	Hype
Global and Local Attention-Based Free-Form Image Inpainting	Jun 4, 2020	FormImage Inpainting	CodeCode Available	1
Reference-guided Face Component Editing	Jun 3, 2020	Image Inpainting	—Unverified	0
UCTGAN: Diverse Image Inpainting Based on Unsupervised Cross-Space Translation	Jun 1, 2020	DiversityGenerative Adversarial Network	—Unverified	0
TESA: Tensor Element Self-Attention via Matricization	Jun 1, 2020	Image InpaintingImage Segmentation	—Unverified	0
Object-Occluded Human Shape and Pose Estimation From a Single Color Image	Jun 1, 2020	3D Human Pose Estimation3D Human Shape Estimation	—Unverified	0
High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling	May 24, 2020	Image InpaintingVocal Bursts Intensity Prediction	CodeCode Available	1
Contextual Residual Aggregation for Ultra High-Resolution Image Inpainting	May 19, 2020	2k8k	CodeCode Available	1
GIMP-ML: Python Plugins for using Computer Vision Models in GIMP	Apr 27, 2020	ClusteringColorization	—Unverified	0
Semantic Image Manipulation Using Scene Graphs	Apr 7, 2020	Image GenerationImage Inpainting	CodeCode Available	1
Text-Guided Neural Image Inpainting	Apr 7, 2020	DescriptiveImage Generation	CodeCode Available	1
GAN-based Priors for Quantifying Uncertainty	Mar 27, 2020	Bayesian InferenceDenoising	CodeCode Available	1
A Generative Learning Approach for Spatio-temporal Modeling in Connected Vehicular Network	Mar 16, 2020	Image Inpainting	—Unverified	0
VCNet: A Robust Approach to Blind Image Inpainting	Mar 15, 2020	Image InpaintingPrediction	CodeCode Available	1
Guidance and Evaluation: Semantic-Aware Image Inpainting for Mixed Scenes	Mar 15, 2020	Image InpaintingSemantic Segmentation	—Unverified	0
GPU-Accelerated Mobile Multi-view Style Transfer	Mar 2, 2020	GPUImage Inpainting	—Unverified	0
Learning to Inpaint by Progressively Growing the Mask Regions	Feb 21, 2020	Image Inpainting	—Unverified	0
Learning to Incorporate Structure Knowledge for Image Inpainting	Feb 11, 2020	Image InpaintingMulti-Task Learning	CodeCode Available	1
Image Fine-grained Inpainting	Feb 7, 2020	Facial InpaintingFine-Grained Image Inpainting	CodeCode Available	1
Pixel-wise Conditioned Generative Adversarial Networks for Image Synthesis and Completion	Feb 4, 2020	Image GenerationImage Inpainting	—Unverified	0
Syn2Real: Forgery Classification via Unsupervised Domain Adaptation	Feb 3, 2020	ClassificationDomain Adaptation	CodeCode Available	1
Large Hole Image Inpainting With Compress-Decompression Network	Feb 1, 2020	DecoderImage Inpainting	—Unverified	0
CosmoVAE: Variational Autoencoder for CMB Image Inpainting	Jan 31, 2020	Image Inpainting	CodeCode Available	0
Ada-LISTA: Learned Solvers Adaptive to Varying Models	Jan 23, 2020	Image DenoisingImage Inpainting	CodeCode Available	1
Radial Based Analysis of GRNN in Non-Textured Image Inpainting	Jan 13, 2020	Image Inpaintingregression	CodeCode Available	0
Image inpainting using directional wavelet packets originating from polynomial splines	Jan 12, 2020	DiversityImage Inpainting	—Unverified	0

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All datasets Places2 CelebA ImageNet Places2 val CelebA-HQ FFHQ 512 x 512 FFHQ 1024 x 1024 Paris StreetView ApolloScape Apolloscape Inpainting Places365 StreetView

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	HFill	FID	28.92	—	Unverified
2	SEELE	FID	24.4	—	Unverified
3	TFill (20-50% free-form)	FID	22.13	—	Unverified
4	EdgeConnect	FID	12.66	—	Unverified
5	AOT GAN	FID	10.64	—	Unverified
6	CR-Fill	FID	9.66	—	Unverified
7	DeepFill v2	FID	9.27	—	Unverified
8	ProFill	FID	7.7	—	Unverified
9	MADF	FID	7.53	—	Unverified
10	LAMA	FID	2.97	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	A+y	FID	181.56	—	Unverified
2	A+y	FID	103.3	—	Unverified
3	A+y	FID	54.31	—	Unverified
4	RePaint	FID	14.19	—	Unverified
5	DDRM	FID	12.53	—	Unverified
6	DDRM	FID	6.24	—	Unverified
7	DDNM	FID	4.54	—	Unverified
8	DDNM	FID	1.41	—	Unverified
9	ConPreDiff	LPIPS	0.02	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	A+y	FID	72.71	—	Unverified
2	DGP	FID	64.34	—	Unverified
3	A+y	FID	55.42	—	Unverified
4	RePaint	FID	12.31	—	Unverified
5	DDRM	FID	4.82	—	Unverified
6	DDNM	FID	3.89	—	Unverified
7	WavePaint	FID	3.21	—	Unverified
8	DDRM	FID	1.48	—	Unverified
9	DDNM	FID	1.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	HiFill (128×128 center mask)	FID	16.9	—	Unverified
2	HiFill (20-30% free form)	FID	15.7	—	Unverified
3	DeepFillv2 (128×128 center mask)	FID	15.3	—	Unverified
4	TFill (20-30% free form)	FID	15.2	—	Unverified
5	DeepFillv2 (20-30% free form)	FID	13.5	—	Unverified
6	Palette (128×128 center mask)	FID	11.9	—	Unverified
7	Palatte (20-30% free form)	FID	11.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ICT	FID	12.84	—	Unverified
2	LaMa	FID	8.15	—	Unverified
3	MADF	FID	6.83	—	Unverified
4	CoModGAN	FID	5.65	—	Unverified
5	WavePaint	FID	5.53	—	Unverified
6	MAT	FID	4.86	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CoModGAN	FID	3.7	—	Unverified
2	TFill	FID	3.5	—	Unverified
3	SH-GAN	FID	3.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SN-PatchGAN	LPIPS	0.24	—	Unverified
2	BRGM	LPIPS	0.19	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Coherent Semantic Attention for Image Inpainting	40-50% Mask PSNR	23.1	—	Unverified
2	Image Inpainting with Learnable Bidirectional Attention Maps	40-50% Mask PSNR	22.62	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DVI	MAE	6.14	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DVI	RMSE	9.63	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GGLA	L1 error	1.2	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SRNet	SSIM	0.79	—	Unverified